May 17, 2021 · Here we propose a simple network architecture, gMLP, based on MLPs with gating, and show that it can perform as well as Transformers in key ...
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Here we propose a simple network architecture, gMLP, based on MLPs with gating, and show that it can perform as well as Transformers in key language and vision.
Nov 9, 2021 · This paper presents a simple architecture based on MLPs, which only adopts channel projections and spatial projections with the spatial gating ...
May 18, 2021 · Here we propose a simple attention-free network architecture, gMLP, based solely on MLPs with gating, and show that it can perform as well as ...
Implementation of the gMLP model introduced in Pay Attention to MLPs. The authors of the paper propose a simple attention-free network architecture, gMLP, ...
Duration: 7:07
Posted: Jun 27, 2021
Posted: Jun 27, 2021
This work proposes a simple network architecture, gMLP, based on MLPs with gating, and shows that it can perform as well as Transformers in key language and ...
Nov 26, 2022 · gMLP, based on MLPs with gating, is proposed to replace the self-attention in Transformer, which can perform as good as Transformers in key ...
Jun 10, 2024 · Here we propose a simple network architecture, gMLP, based on MLPs with gating, and show that it can perform as well as Transformers in key ...
Here we study the necessity of self-attention modules in key language and vision applications of Transformers. Specifically, we propose an MLP-based alternative ...